🌍The Next Web (TNW)•Stalecollected in 73m
Limitless Labs raises $20M for AI-driven factory software
💡AI for the factory floor: This startup is automating rocket part production and just secured $20M.
⚡ 30-Second TL;DR
What Changed
Limitless Labs raised $20M in a Series A round led by Dell Technologies.
Why It Matters
This funding highlights the growing importance of AI in industrial automation, specifically in bridging the gap between digital design and physical manufacturing.
What To Do Next
Explore how AI-driven CAM (Computer-Aided Manufacturing) software can reduce your production lead times for hardware prototyping.
Who should care:Developers & AI Engineers
Key Points
- •Limitless Labs raised $20M in a Series A round led by Dell Technologies.
- •The software focuses on automating the programming of CNC and factory floor machinery.
- •The company is currently providing solutions for Blue Origin's rocket manufacturing processes.
🧠 Deep Insight
Background and context from public sources — not the original article. 14 sources cited.
🔑 Enhanced Key Takeaways
- •Limitless Labs, previously known as LimitlessCNC, secured a $20 million Series A funding round co-led by Dell Technologies Capital and Square Peg, with additional participation from Grove Ventures, Meron Capital, and Kinetica, bringing its total capital raised to $27.3 million.
- •Beyond its collaboration with Blue Origin for rocket part production, Limitless Labs is actively engaged in full production deployments with other major clients, including Cadillac Formula One, Sandvik, and Iscar, spanning the aerospace, defense, motorsports, and industrial machinery sectors.
- •The company's proprietary software is touted as the world's first agentic Physical AI platform for mechanical manufacturing, designed to integrate seamlessly with existing CAD/CAM systems such as Mastercam, Siemens NX, and PTC Creo, and has demonstrated the ability to reduce CNC programming time by up to 50%.
- •Limitless Labs' platform is built to meet stringent security and regulatory requirements, being ITAR-compliant and deployable on AWS GovCloud, which is crucial for its operations with defense and aerospace customers.
- •The core mission of Limitless Labs' AI platform is to capture, standardize, and scale the 'tribal knowledge' and expertise of experienced machinists, addressing a critical industry challenge of knowledge retention and a growing labor shortage in manufacturing.
📊 Competitor Analysis▸ Show
| Feature/Category | Limitless Labs | Mastercam (with AI Copilot) | Autodesk AI Assistant (Fusion 360) | Siemens NX CAM AI | CAM Assist by CloudNC |
|---|---|---|---|---|---|
| Primary Focus | Agentic Physical AI for CNC programming automation, capturing machinist expertise | Comprehensive CAM software with AI-powered programming assistance | Integrated CAD/CAM with AI for toolpath optimization | Advanced multi-axis CNC programming automation | AI add-on for autonomous toolpath generation |
| Integration | Integrates with Mastercam, Siemens NX CAM, PTC Creo | Native integration within Mastercam | Native integration within Fusion 360 | Native integration within Siemens NX CAM | Plugin for Mastercam, Fusion 360, GibbsCAM, SolidCAM, Creo (soon) |
| Key AI Capability | Analyzes CAD, recommends tools, sequences operations, generates toolpaths, reduces programming time by up to 50% | AI Copilot for natural language commands, smart toolpaths, GPU simulation | Optimizes toolpaths, suggests cutting parameters, reduces cycle times, generative design | Optimizes tool selection, feeds, speeds, collision-free toolpaths for complex geometries | Auto-creates machining strategies and toolpaths, physics-based tweaks, finishes 80% of program in minutes |
| Target Users/Industries | Aerospace, defense, motorsports, industrial machinery (precision manufacturing) | Pros and shops with complex parts, aerospace, medical | Hobbyists, small shops, product designers | Aerospace, medical device manufacturing (complex, high-value parts) | CNC Programmers, 5-axis Machinists |
| Pricing Model | Not publicly stated | Starts around $5,000+ (one-time) plus yearly support (~$1,000) | Free for personal use (under ~$100k/year revenue), paid subscriptions | Not publicly stated | Not publicly stated |
| Compliance/Deployment | ITAR-compliant, AWS GovCloud, cloud/private VPC | Not specified | Cloud-based | Not specified | Not specified |
🛠️ Technical Deep Dive
- Limitless Labs employs an "agentic Physical AI platform" powered by a "Physical AI Foundation Model" for mechanical parts manufacturing.
- The AI model is specifically trained on the physics of metal cutting, the geometric structure of design files (CAD geometry), and the operational constraints of real industrial manufacturing machines.
- The company's CAM Agent integrates directly into existing computer-aided design and manufacturing (CAD/CAM) systems, including Mastercam, Siemens NX CAM, and PTC Creo.
- Upon loading a CAD file, the CAM Agent analyzes the part geometry, identifies manufacturing features, recommends appropriate cutting tools, sequences machining operations, and generates optimized toolpaths.
- The platform aims to advance towards "closed-loop CNC automation," indicating a future goal of fully autonomous programming and execution without constant human intervention.
- The software's design focuses on capturing, standardizing, and scaling the accumulated expertise and best practices of experienced machinists across an organization.
🔮 Future ImplicationsAI analysis grounded in cited sources
The widespread adoption of agentic AI in manufacturing will significantly alleviate the skilled labor shortage in CNC programming.
By capturing and standardizing the 'tribal knowledge' of experienced machinists and automating repetitive programming tasks, Limitless Labs' platform can scale expertise and reduce reliance on a shrinking pool of skilled workers.
Limitless Labs' focus on 'Physical AI Foundation Models' will lead to a new paradigm in industrial automation beyond traditional digital workflows.
Investors view Limitless Labs as representing the 'next wave of enterprise AI,' moving into the physical world of precision manufacturing by training AI on real-world physics and machine constraints, rather than just digital data.
The company's expansion towards 'closed-loop CNC automation' will enable factories to achieve higher levels of autonomy and efficiency in part production.
The stated use of funding to advance the Physical AI Foundation Model towards closed-loop CNC automation indicates a strategic move towards fully autonomous manufacturing processes, which could drastically improve throughput and consistency.
⏳ Timeline
2024
Limitless Labs (formerly LimitlessCNC) founded by David Priev, Assaf Peleg, and Shahaf Finder.
2025-03
Raised a $4.1 million seed round led by Grove Ventures.
2026-06-16
Announced $20 million Series A funding round, co-led by Dell Technologies Capital and Square Peg, bringing total funding to $27.3 million.
2026-06-16
Scheduled to attend the Reindustrialize 2026 conference in Detroit, Michigan.
📎 Sources (14)
Factual claims are grounded in the sources below. Forward-looking analysis is AI-generated interpretation.
📰
Weekly AI Recap
Read this week's curated digest of top AI events →
👉Related Updates
AI-curated news aggregator. All content rights belong to original publishers.
Original source: The Next Web (TNW) ↗
This is a summary, not the original. Read the source, or get the weekly briefing.
Weekly AI briefing
One email a week. Unsubscribe anytime.